The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the South Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Yorkshire / South Yorkshire
Rank 42 19 33
Rank change year-on-year
-23 +14
Contract jobs citing Data Modelling 6 35 8
As % of all contract IT jobs located in South Yorkshire 1.35% 6.93% 2.12%
As % of the Processes & Methodologies category 1.66% 8.86% 2.69%
Number of daily rates quoted 5 27 6
Median daily rate £338 £563 £394
Median daily rate % change year-on-year
-40.00% +42.85%
90% offered a daily rate of more than £329 £325 £288
10% offered a daily rate of more than £525 £635 £481
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £42.50 £43.75 £49.50
% change year-on-year
-2.85% -11.61%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the South Yorkshire region.

Processes & Methodologies Category
South Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
362 395 297
As % of all contract IT jobs located in South Yorkshire 81.72% 78.22% 78.78%
Number of daily rates quoted 233 274 191
Median daily rate £425 £400 £325
Median daily rate % change year-on-year
+6.25% +23.07%
90% offered a daily rate of more than £260 £275 £255
10% offered a daily rate of more than £550 £586 £463
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+1.87% +0.29%
Number of hourly rates quoted 4 7 12
Median hourly rate £23.24 £16.00 £15.73
Median hourly rate % change year-on-year
+45.21% +1.74%
90% offered a hourly rate of more than £17.24 £13.20 £7.69
10% offered a hourly rate of more than £25.50 £28.00 £30.00
UK excluding London median hourly rate £36.00 £40.00 £29.00
% change year-on-year
-10.00% +37.93%

Data Modelling
Jobs Demand Trend in South Yorkshire

The demand trend of contract jobs across the South Yorkshire region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in South Yorkshire

Data Modelling
Daily Rate Trend in South Yorkshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the South Yorkshire region.

Data Modelling Daily Rate Trend in South Yorkshire

Data Modelling
Daily Rate Histogram in South Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the South Yorkshire region over the 3 months to 27 February 2017.

Data Modelling Daily Rate Histogram in South Yorkshire

Data Modelling
Hourly Rate Trend in South Yorkshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the South Yorkshire region.

Data Modelling Hourly Rate Trend in South Yorkshire

Data Modelling
Contract Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the South Yorkshire region over the 3 months to 27 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Sheffield -24 5 £431 -23.33% 2
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in South Yorkshire

For the 6 months to 27 February 2017, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the South Yorkshire region with a requirement for Data Modelling.

1 16 (66.67%) SQL
1 16 (66.67%) ETL
2 9 (37.50%) Big Data
3 8 (33.33%) Informatica
3 8 (33.33%) Finance
4 7 (29.17%) Ab Initio
4 7 (29.17%) SAS
4 7 (29.17%) Python
4 7 (29.17%) MapReduce
4 7 (29.17%) Apache Spark
4 7 (29.17%) Hadoop
4 7 (29.17%) Apache Hive
4 7 (29.17%) HBase
5 6 (25.00%) Data Warehouse
6 5 (20.83%) Business Intelligence
6 5 (20.83%) Microsoft
6 5 (20.83%) DataStage
6 5 (20.83%) XML
6 5 (20.83%) Unix
6 5 (20.83%) Banking
6 5 (20.83%) JIRA
6 5 (20.83%) Confluence
7 4 (16.67%) Data Lake
7 4 (16.67%) SQL Server Integration Services
7 4 (16.67%) SQL Server Reporting Services
7 4 (16.67%) SQL Server
7 4 (16.67%) BusinessObjects
8 3 (12.50%) PowerCenter
8 3 (12.50%) Oracle
8 3 (12.50%) ERwin

Data Modelling
Top Related IT Skills in South Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 7 (29.17%) Apache Spark
1 7 (29.17%) SAS
2 5 (20.83%) Confluence
3 2 (8.33%) SharePoint
Applications
1 3 (12.50%) MS Excel
2 2 (8.33%) MS Office
Database & Business Intelligence
1 9 (37.50%) Big Data
2 7 (29.17%) Apache Hive
2 7 (29.17%) Hadoop
2 7 (29.17%) HBase
3 6 (25.00%) Data Warehouse
4 5 (20.83%) DataStage
5 4 (16.67%) BusinessObjects
5 4 (16.67%) Data Lake
5 4 (16.67%) SQL Server
5 4 (16.67%) SQL Server Integration Services
5 4 (16.67%) SQL Server Reporting Services
6 3 (12.50%) PowerCenter
6 3 (12.50%) SQL Server 2014
7 2 (8.33%) MS Access
7 2 (8.33%) Pentaho
7 2 (8.33%) Spark SQL
7 2 (8.33%) SQL Server 2012
8 1 (4.17%) Oracle Database
8 1 (4.17%) Oracle Database 12c
8 1 (4.17%) Oracle ODI
Development Applications
1 5 (20.83%) JIRA
2 3 (12.50%) ERwin
General
1 8 (33.33%) Finance
2 5 (20.83%) Banking
3 2 (8.33%) Investment Banking
3 2 (8.33%) Manufacturing
4 1 (4.17%) Marketing
4 1 (4.17%) Retail
Job Titles
1 8 (33.33%) Analyst
2 7 (29.17%) Big Data Analyst
2 7 (29.17%) Consultant
2 7 (29.17%) Data Analyst
3 5 (20.83%) Data Consultant
4 4 (16.67%) Data Warehouse Consultant
4 4 (16.67%) DBA
4 4 (16.67%) Developer
4 4 (16.67%) ETL Consultant
4 4 (16.67%) SQL DBA
5 3 (12.50%) Unix Analyst
6 2 (8.33%) Data Model Consultant
6 2 (8.33%) ETL Analyst
6 2 (8.33%) Informatica Consultant
6 2 (8.33%) SAP BusinessObjects (BO) Consultant
6 2 (8.33%) SQL Server DBA
6 2 (8.33%) SSRS Consultant
7 1 (4.17%) Business Intelligence Developer
7 1 (4.17%) ETL Developer
7 1 (4.17%) Financial Analyst
Libraries, Frameworks & Software Standards
1 5 (20.83%) XML
2 2 (8.33%) ActiveX
2 2 (8.33%) ADO
2 2 (8.33%) Apache Tez
2 2 (8.33%) DAO
Miscellaneous
1 2 (8.33%) Fintech
1 2 (8.33%) FMCG
1 2 (8.33%) Replication
2 1 (4.17%) Analytical Skills
2 1 (4.17%) NHS
2 1 (4.17%) Reference Data
2 1 (4.17%) Tandem
Operating Systems
1 5 (20.83%) Unix
Processes & Methodologies
1 16 (66.67%) ETL
2 7 (29.17%) MapReduce
3 5 (20.83%) Business Intelligence
4 3 (12.50%) Data Cleansing
4 3 (12.50%) Data Lineage
4 3 (12.50%) Data Management
4 3 (12.50%) Data Migration
4 3 (12.50%) Migration
4 3 (12.50%) Performance Tuning
5 2 (8.33%) Business Analysis
5 2 (8.33%) Data Analysis
5 2 (8.33%) Data Enrichment
5 2 (8.33%) Data Mapping
5 2 (8.33%) Database Theory
5 2 (8.33%) ERP
5 2 (8.33%) Logical Data Model
5 2 (8.33%) Master Data Management
5 2 (8.33%) PLM
5 2 (8.33%) Stakeholder Engagement
6 1 (4.17%) Data Transformation
Programming Languages
1 16 (66.67%) SQL
2 7 (29.17%) Python
3 3 (12.50%) Perl
3 3 (12.50%) PL/SQL
4 2 (8.33%) T-SQL
4 2 (8.33%) VB
4 2 (8.33%) VBA
Qualifications
1 2 (8.33%) Microsoft Certification
1 2 (8.33%) Security Cleared
Quality Assurance & Compliance
1 3 (12.50%) Data Quality
System Software
1 3 (12.50%) HDFS
Vendors
1 8 (33.33%) Informatica
2 7 (29.17%) Ab Initio
3 5 (20.83%) Microsoft
4 3 (12.50%) Oracle
5 2 (8.33%) SAP